Sfoglia per Autore
Demonstration of hybrid CMOS/RRAM neural networks with spike time/rate-dependent plasticity
2016-01-01 Milo, V.; Pedretti, G.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Ambrogio, S.; Ielmini, D.
Brain-inspired neuromorphic computing with phase change memory (PCM) synapses
2017-01-01 Laudato, M.; Pedretti, G.; Ielmini, D.
Modeling-based design of brain-inspired spiking neural networks with RRAM learning synapses
2017-01-01 Pedretti, G.; Bianchi, S.; Milo, V.; Calderoni, A.; Ramaswamy, N.; Ielmini, D.
Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
2017-01-01 Pedretti, G.; Milo, V.; Ambrogio, S.; Carboni, R.; Bianchi, S.; Calderoni, A.; Ramaswamy, N.; Sottocornola Spinelli, A.; Ielmini, D.
CIRCUITO DI RISOLUZIONE DI PROBLEMI MATEMATICI COMPRENDENTE ELEMENTI RESISTIVI
2017-01-01 Ielmini, D.; Sun, Z.; Pedretti, G.
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks
2018-01-01 Milo, Valerio; Pedretti, Giacomo; Laudato, M.; Bricalli, Alessandro; Ambrosi, Elia; Bianchi, Stefano; Chicca, Elisabetta; Ielmini, D.
A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP)
2018-01-01 Milo, V.; Pedretti, G.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Ambrogio, S.; Ielmini, D.
Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity with RRAM Synapses
2018-01-01 Pedretti, Giacomo; Milo, Valerio; Ambrogio, Stefano; Carboni, Roberto; Bianchi, Stefano; Calderoni, Alessandro; Ramaswamy, Nirmal; Spinelli, Alessandro S.; Ielmini, Daniele
Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses
2018-01-01 Wang, Wei; Pedretti, Giacomo; Milo, Valerio; Carboni, Roberto; Calderoni, Alessandro; Ramaswamy, Nirmal; Spinelli, Alessandro S; Ielmini, Daniele
Mathematical problem solving circuit comprising resistive elements
2018-01-01 Ielmini, D.; Pedretti, G.; Zhong, S.
Fast solution of linear systems with analog resistive switching memory (RRAM)
2019-01-01 Sun, Z.; Pedretti, G.; Ielmini, D.
Solving matrix equations in one step with cross-point resistive arrays
2019-01-01 Sun, Z.; Pedretti, G.; Ambrosi, E.; Bricalli, A.; Wang, W.; Ielmini, D.
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
2019-01-01 Bianchi, S.; Munoz-Martin, I.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D.
Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks
2019-01-01 Munoz-Martin, I.; Bianchi, S.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D.
Computing of temporal information in spiking neural networks with ReRAM synapses
2019-01-01 Wang, W.; Pedretti, G.; Milo, V.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Spinelli, A. S.; Ielmini, D.
A volatile RRAM synapse for neuromorphic computing
2019-01-01 Covi, E.; Ielmini, D.; Lin, Y. -H.; Wang, W.; Stecconi, T.; Milo, V.; Bricalli, A.; Ambrosi, E.; Pedretti, G.; Tseng, T. -Y.
A bio-inspired recurrent neural network with self-adaptive neurons and PCM synapses for solving reinforcement learning tasks
2020-01-01 Bianchi, S.; Muñoz Martín, I.; Hashemkhani, S.; Pedretti, G.; Ielmini, D.
Time Complexity of In-Memory Solution of Linear Systems
2020-01-01 Sun, Zhong; Pedretti, Giacomo; Mannocci, Piergiulio; Ambrosi, Elia; Bricalli, Alessandro; Ielmini, Daniele
Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories
2020-01-01 Wang, Wei; Covi, Erika; Milozzi, Alessandro; Farronato, Matteo; Ricci, Saverio; Sbandati, Caterina; Pedretti, Giacomo; Ielmini, Daniele
A Compact Model for Stochastic Spike-Timing-Dependent Plasticity (STDP) Based on Resistive Switching Memory (RRAM) Synapses
2020-01-01 Bianchi, Stefano; Pedretti, Giacomo; Munoz-Martin, Irene; Calderoni, Alessandro; Ramaswamy, Nirmal; Ambrogio, Stefano; Ielmini, Daniele
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